Overview
Brought to you by YData
Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 30 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.9 KiB |
| Average record size in memory | 200.0 B |
Variable types
| TimeSeries | 18 |
|---|---|
| Numeric | 6 |
Timeseries statistics
| Number of series | 18 |
|---|---|
| Time series length | 30 |
| Starting point | 1752346200000 |
| Ending point | 1752347940000 |
| Period | 60000 |
close is highly overall correlated with ema_14 and 16 other fields | High correlation |
ema_14 is highly overall correlated with close and 15 other fields | High correlation |
ema_21 is highly overall correlated with close and 15 other fields | High correlation |
ema_60 is highly overall correlated with close and 15 other fields | High correlation |
ema_7 is highly overall correlated with close and 15 other fields | High correlation |
high is highly overall correlated with close and 16 other fields | High correlation |
low is highly overall correlated with close and 16 other fields | High correlation |
macd_7 is highly overall correlated with close and 7 other fields | High correlation |
macdhist_7 is highly overall correlated with rsi_7 | High correlation |
macdsignal_7 is highly overall correlated with close and 15 other fields | High correlation |
obv is highly overall correlated with volume | High correlation |
open is highly overall correlated with close and 16 other fields | High correlation |
rsi_21 is highly overall correlated with close and 17 other fields | High correlation |
rsi_60 is highly overall correlated with close and 15 other fields | High correlation |
rsi_7 is highly overall correlated with macd_7 and 2 other fields | High correlation |
sma_14 is highly overall correlated with close and 15 other fields | High correlation |
sma_21 is highly overall correlated with close and 15 other fields | High correlation |
sma_60 is highly overall correlated with close and 15 other fields | High correlation |
sma_7 is highly overall correlated with close and 15 other fields | High correlation |
volume is highly overall correlated with obv | High correlation |
window_end_ms is highly overall correlated with close and 15 other fields | High correlation |
window_start_ms is highly overall correlated with close and 15 other fields | High correlation |
open is non stationary | Non stationary |
high is non stationary | Non stationary |
low is non stationary | Non stationary |
close is non stationary | Non stationary |
window_start_ms is non stationary | Non stationary |
window_end_ms is non stationary | Non stationary |
sma_14 is non stationary | Non stationary |
sma_21 is non stationary | Non stationary |
sma_60 is non stationary | Non stationary |
ema_14 is non stationary | Non stationary |
ema_21 is non stationary | Non stationary |
ema_60 is non stationary | Non stationary |
rsi_21 is non stationary | Non stationary |
macd_7 is non stationary | Non stationary |
macdsignal_7 is non stationary | Non stationary |
macdhist_7 is non stationary | Non stationary |
macdhist_7 is seasonal | Seasonal |
window_start_ms is uniformly distributed | Uniform |
window_end_ms is uniformly distributed | Uniform |
window_start_ms has unique values | Unique |
window_end_ms has unique values | Unique |
volume has unique values | Unique |
sma_7 has unique values | Unique |
sma_14 has unique values | Unique |
sma_21 has unique values | Unique |
sma_60 has unique values | Unique |
ema_7 has unique values | Unique |
ema_14 has unique values | Unique |
ema_21 has unique values | Unique |
ema_60 has unique values | Unique |
rsi_7 has unique values | Unique |
rsi_14 has unique values | Unique |
rsi_21 has unique values | Unique |
macd_7 has unique values | Unique |
macdsignal_7 has unique values | Unique |
macdhist_7 has unique values | Unique |
obv has unique values | Unique |
Reproduction
| Analysis started | 2025-07-22 18:49:29.485106 |
|---|---|
| Analysis finished | 2025-07-22 18:49:48.310168 |
| Duration | 18.83 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
open
Numeric time series
High correlation Non stationary
| Distinct | 28 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2500.6633 |
|---|---|
| Minimum | 2497.62 |
| Maximum | 2502.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2497.62 |
|---|---|
| 5-th percentile | 2498.0715 |
| Q1 | 2499.7275 |
| median | 2501.2 |
| Q3 | 2501.9325 |
| 95-th percentile | 2502.1255 |
| Maximum | 2502.65 |
| Range | 5.03 |
| Interquartile range (IQR) | 2.205 |
Descriptive statistics
| Standard deviation | 1.4882374 |
|---|---|
| Coefficient of variation (CV) | 0.00059513705 |
| Kurtosis | -0.86110338 |
| Mean | 2500.6633 |
| Median Absolute Deviation (MAD) | 0.88 |
| Skewness | -0.6785153 |
| Sum | 75019.9 |
| Variance | 2.2148506 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.4160535377 |
Histogram with fixed size bins (bins=28)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2498.56 | 3 | 10.0% |
| 2501.21 | 1 | 3.3% |
| 2499.95 | 1 | 3.3% |
| 2500.2 | 1 | 3.3% |
| 2497.62 | 1 | 3.3% |
| 2498.11 | 1 | 3.3% |
| 2498.04 | 1 | 3.3% |
| 2499.66 | 1 | 3.3% |
| 2500.69 | 1 | 3.3% |
| 2499.94 | 1 | 3.3% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 2497.62 | 1 | 3.3% |
| 2498.04 | 1 | 3.3% |
| 2498.11 | 1 | 3.3% |
| 2498.56 | 3 | |
| 2499.63 | 1 | 3.3% |
| 2499.66 | 1 | 3.3% |
| 2499.93 | 1 | 3.3% |
| 2499.94 | 1 | 3.3% |
| 2499.95 | 1 | 3.3% |
| 2500.2 | 1 | 3.3% |
| Value | Count | Frequency (%) |
| 2502.65 | 1 | |
| 2502.13 | 1 | |
| 2502.12 | 1 | |
| 2502.04 | 1 | |
| 2502 | 1 | |
| 2501.99 | 1 | |
| 2501.98 | 1 | |
| 2501.94 | 1 | |
| 2501.91 | 1 | |
| 2501.9 | 1 |
ACF and PACF
high
Numeric time series
High correlation Non stationary
| Distinct | 26 |
|---|---|
| Distinct (%) | 86.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2501.1893 |
|---|---|
| Minimum | 2498.08 |
| Maximum | 2502.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2498.08 |
|---|---|
| 5-th percentile | 2498.373 |
| Q1 | 2500.575 |
| median | 2501.815 |
| Q3 | 2502.3075 |
| 95-th percentile | 2502.6765 |
| Maximum | 2502.73 |
| Range | 4.65 |
| Interquartile range (IQR) | 1.7325 |
Descriptive statistics
| Standard deviation | 1.4815158 |
|---|---|
| Coefficient of variation (CV) | 0.00059232455 |
| Kurtosis | -0.24408366 |
| Mean | 2501.1893 |
| Median Absolute Deviation (MAD) | 0.715 |
| Skewness | -0.99073801 |
| Sum | 75035.68 |
| Variance | 2.1948892 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5381990256 |
Histogram with fixed size bins (bins=26)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2502.13 | 4 | 13.3% |
| 2498.56 | 2 | 6.7% |
| 2501.11 | 1 | 3.3% |
| 2499.95 | 1 | 3.3% |
| 2498.22 | 1 | 3.3% |
| 2498.08 | 1 | 3.3% |
| 2498.57 | 1 | 3.3% |
| 2500.87 | 1 | 3.3% |
| 2500.27 | 1 | 3.3% |
| 2501.23 | 1 | 3.3% |
| Other values (16) | 16 |
| Value | Count | Frequency (%) |
| 2498.08 | 1 | |
| 2498.22 | 1 | |
| 2498.56 | 2 | |
| 2498.57 | 1 | |
| 2499.95 | 1 | |
| 2500.27 | 1 | |
| 2500.53 | 1 | |
| 2500.71 | 1 | |
| 2500.87 | 1 | |
| 2500.98 | 1 |
| Value | Count | Frequency (%) |
| 2502.73 | 1 | |
| 2502.69 | 1 | |
| 2502.66 | 1 | |
| 2502.54 | 1 | |
| 2502.49 | 1 | |
| 2502.47 | 1 | |
| 2502.39 | 1 | |
| 2502.32 | 1 | |
| 2502.27 | 1 | |
| 2502.17 | 1 |
ACF and PACF
low
Numeric time series
High correlation Non stationary
| Distinct | 27 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2500.3557 |
|---|---|
| Minimum | 2496.58 |
| Maximum | 2502.13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2496.58 |
|---|---|
| 5-th percentile | 2497.5965 |
| Q1 | 2499.615 |
| median | 2501.005 |
| Q3 | 2501.5375 |
| 95-th percentile | 2501.98 |
| Maximum | 2502.13 |
| Range | 5.55 |
| Interquartile range (IQR) | 1.9225 |
Descriptive statistics
| Standard deviation | 1.5987337 |
|---|---|
| Coefficient of variation (CV) | 0.00063940253 |
| Kurtosis | -0.43076676 |
| Mean | 2500.3557 |
| Median Absolute Deviation (MAD) | 0.93 |
| Skewness | -0.85592821 |
| Sum | 75010.67 |
| Variance | 2.5559495 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5708089508 |
Histogram with fixed size bins (bins=27)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2501.18 | 2 | 6.7% |
| 2501.89 | 2 | 6.7% |
| 2501.98 | 2 | 6.7% |
| 2496.58 | 1 | 3.3% |
| 2497.52 | 1 | 3.3% |
| 2497.87 | 1 | 3.3% |
| 2498.55 | 1 | 3.3% |
| 2498.39 | 1 | 3.3% |
| 2500.84 | 1 | 3.3% |
| 2499.94 | 1 | 3.3% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 2496.58 | 1 | |
| 2497.52 | 1 | |
| 2497.69 | 1 | |
| 2497.87 | 1 | |
| 2498.39 | 1 | |
| 2498.55 | 1 | |
| 2498.56 | 1 | |
| 2499.61 | 1 | |
| 2499.63 | 1 | |
| 2499.66 | 1 |
| Value | Count | Frequency (%) |
| 2502.13 | 1 | |
| 2501.98 | 2 | |
| 2501.89 | 2 | |
| 2501.88 | 1 | |
| 2501.86 | 1 | |
| 2501.54 | 1 | |
| 2501.53 | 1 | |
| 2501.49 | 1 | |
| 2501.42 | 1 | |
| 2501.25 | 1 |
ACF and PACF
close
Numeric time series
High correlation Non stationary
| Distinct | 28 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2500.7777 |
|---|---|
| Minimum | 2497.12 |
| Maximum | 2502.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2497.12 |
|---|---|
| 5-th percentile | 2497.602 |
| Q1 | 2499.8875 |
| median | 2501.475 |
| Q3 | 2502.0875 |
| 95-th percentile | 2502.556 |
| Maximum | 2502.73 |
| Range | 5.61 |
| Interquartile range (IQR) | 2.2 |
Descriptive statistics
| Standard deviation | 1.659588 |
|---|---|
| Coefficient of variation (CV) | 0.00066362876 |
| Kurtosis | -0.42163047 |
| Mean | 2500.7777 |
| Median Absolute Deviation (MAD) | 0.725 |
| Skewness | -0.88632699 |
| Sum | 75023.33 |
| Variance | 2.7542323 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.4859262155 |
Histogram with fixed size bins (bins=28)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2502.13 | 2 | 6.7% |
| 2501.98 | 2 | 6.7% |
| 2501.23 | 1 | 3.3% |
| 2499.94 | 1 | 3.3% |
| 2497.53 | 1 | 3.3% |
| 2498.57 | 1 | 3.3% |
| 2498.55 | 1 | 3.3% |
| 2498.49 | 1 | 3.3% |
| 2499.87 | 1 | 3.3% |
| 2500.26 | 1 | 3.3% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 2497.12 | 1 | |
| 2497.53 | 1 | |
| 2497.69 | 1 | |
| 2498.49 | 1 | |
| 2498.55 | 1 | |
| 2498.57 | 1 | |
| 2499.61 | 1 | |
| 2499.87 | 1 | |
| 2499.94 | 1 | |
| 2500.14 | 1 |
| Value | Count | Frequency (%) |
| 2502.73 | 1 | |
| 2502.61 | 1 | |
| 2502.49 | 1 | |
| 2502.16 | 1 | |
| 2502.13 | 2 | |
| 2502.12 | 1 | |
| 2502.11 | 1 | |
| 2502.02 | 1 | |
| 2501.98 | 2 | |
| 2501.92 | 1 |
ACF and PACF
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7523471 × 1012 |
|---|---|
| Minimum | 1.7523462 × 1012 |
| Maximum | 1.7523479 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 1.7523462 × 1012 |
|---|---|
| 5-th percentile | 1.7523463 × 1012 |
| Q1 | 1.7523466 × 1012 |
| median | 1.7523471 × 1012 |
| Q3 | 1.7523475 × 1012 |
| 95-th percentile | 1.7523479 × 1012 |
| Maximum | 1.7523479 × 1012 |
| Range | 1740000 |
| Interquartile range (IQR) | 870000 |
Descriptive statistics
| Standard deviation | 528204.51 |
|---|---|
| Coefficient of variation (CV) | 3.0142688 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7523471 × 1012 |
| Median Absolute Deviation (MAD) | 450000 |
| Skewness | 0 |
| Sum | 5.2570412 × 1013 |
| Variance | 2.79 × 1011 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585319224 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.7523462 × 1012 | 1 | 3.3% |
| 1.75234626 × 1012 | 1 | 3.3% |
| 1.75234632 × 1012 | 1 | 3.3% |
| 1.75234638 × 1012 | 1 | 3.3% |
| 1.75234644 × 1012 | 1 | 3.3% |
| 1.7523465 × 1012 | 1 | 3.3% |
| 1.75234656 × 1012 | 1 | 3.3% |
| 1.75234662 × 1012 | 1 | 3.3% |
| 1.75234668 × 1012 | 1 | 3.3% |
| 1.75234674 × 1012 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 1.7523462 × 1012 | 1 | |
| 1.75234626 × 1012 | 1 | |
| 1.75234632 × 1012 | 1 | |
| 1.75234638 × 1012 | 1 | |
| 1.75234644 × 1012 | 1 | |
| 1.7523465 × 1012 | 1 | |
| 1.75234656 × 1012 | 1 | |
| 1.75234662 × 1012 | 1 | |
| 1.75234668 × 1012 | 1 | |
| 1.75234674 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75234794 × 1012 | 1 | |
| 1.75234788 × 1012 | 1 | |
| 1.75234782 × 1012 | 1 | |
| 1.75234776 × 1012 | 1 | |
| 1.7523477 × 1012 | 1 | |
| 1.75234764 × 1012 | 1 | |
| 1.75234758 × 1012 | 1 | |
| 1.75234752 × 1012 | 1 | |
| 1.75234746 × 1012 | 1 | |
| 1.7523474 × 1012 | 1 |
ACF and PACF
window_end_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7523471 × 1012 |
|---|---|
| Minimum | 1.7523463 × 1012 |
| Maximum | 1.752348 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 1.7523463 × 1012 |
|---|---|
| 5-th percentile | 1.7523463 × 1012 |
| Q1 | 1.7523467 × 1012 |
| median | 1.7523471 × 1012 |
| Q3 | 1.7523476 × 1012 |
| 95-th percentile | 1.7523479 × 1012 |
| Maximum | 1.752348 × 1012 |
| Range | 1740000 |
| Interquartile range (IQR) | 870000 |
Descriptive statistics
| Standard deviation | 528204.51 |
|---|---|
| Coefficient of variation (CV) | 3.0142687 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7523471 × 1012 |
| Median Absolute Deviation (MAD) | 450000 |
| Skewness | 0 |
| Sum | 5.2570414 × 1013 |
| Variance | 2.79 × 1011 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585347709 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75234626 × 1012 | 1 | 3.3% |
| 1.75234632 × 1012 | 1 | 3.3% |
| 1.75234638 × 1012 | 1 | 3.3% |
| 1.75234644 × 1012 | 1 | 3.3% |
| 1.7523465 × 1012 | 1 | 3.3% |
| 1.75234656 × 1012 | 1 | 3.3% |
| 1.75234662 × 1012 | 1 | 3.3% |
| 1.75234668 × 1012 | 1 | 3.3% |
| 1.75234674 × 1012 | 1 | 3.3% |
| 1.7523468 × 1012 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 1.75234626 × 1012 | 1 | |
| 1.75234632 × 1012 | 1 | |
| 1.75234638 × 1012 | 1 | |
| 1.75234644 × 1012 | 1 | |
| 1.7523465 × 1012 | 1 | |
| 1.75234656 × 1012 | 1 | |
| 1.75234662 × 1012 | 1 | |
| 1.75234668 × 1012 | 1 | |
| 1.75234674 × 1012 | 1 | |
| 1.7523468 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.752348 × 1012 | 1 | |
| 1.75234794 × 1012 | 1 | |
| 1.75234788 × 1012 | 1 | |
| 1.75234782 × 1012 | 1 | |
| 1.75234776 × 1012 | 1 | |
| 1.7523477 × 1012 | 1 | |
| 1.75234764 × 1012 | 1 | |
| 1.75234758 × 1012 | 1 | |
| 1.75234752 × 1012 | 1 | |
| 1.75234746 × 1012 | 1 |
ACF and PACF
volume
Real number (ℝ)
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.61556467 |
| Minimum | 0.02674551 |
|---|---|
| Maximum | 7.4149775 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 0.02674551 |
|---|---|
| 5-th percentile | 0.052499363 |
| Q1 | 0.16097047 |
| median | 0.26429199 |
| Q3 | 0.6971696 |
| 95-th percentile | 1.0410948 |
| Maximum | 7.4149775 |
| Range | 7.388232 |
| Interquartile range (IQR) | 0.53619913 |
Descriptive statistics
| Standard deviation | 1.3229332 |
|---|---|
| Coefficient of variation (CV) | 2.1491376 |
| Kurtosis | 26.276795 |
| Mean | 0.61556467 |
| Median Absolute Deviation (MAD) | 0.150816 |
| Skewness | 4.9903737 |
| Sum | 18.46694 |
| Variance | 1.7501522 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 7.41497747 | 1 | 3.3% |
| 0.98534589 | 1 | 3.3% |
| 0.95229495 | 1 | 3.3% |
| 0.91305697 | 1 | 3.3% |
| 0.20624248 | 1 | 3.3% |
| 0.04495964 | 1 | 3.3% |
| 0.16646663 | 1 | 3.3% |
| 0.14580148 | 1 | 3.3% |
| 0.40712784 | 1 | 3.3% |
| 0.35939545 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0.02674551 | 1 | |
| 0.04495964 | 1 | |
| 0.06171458 | 1 | |
| 0.06274133 | 1 | |
| 0.10549585 | 1 | |
| 0.12221671 | 1 | |
| 0.14580148 | 1 | |
| 0.15913841 | 1 | |
| 0.16646663 | 1 | |
| 0.16805417 | 1 |
| Value | Count | Frequency (%) |
| 7.41497747 | 1 | |
| 1.08670747 | 1 | |
| 0.98534589 | 1 | |
| 0.95229495 | 1 | |
| 0.91305697 | 1 | |
| 0.7754895 | 1 | |
| 0.77408227 | 1 | |
| 0.72980225 | 1 | |
| 0.59927165 | 1 | |
| 0.46296986 | 1 |
sma_7
Numeric time series
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2500.6084 |
|---|---|
| Minimum | 2498.26 |
| Maximum | 2502.0171 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2498.26 |
|---|---|
| 5-th percentile | 2498.4307 |
| Q1 | 2499.6243 |
| median | 2501.2379 |
| Q3 | 2501.7218 |
| 95-th percentile | 2501.992 |
| Maximum | 2502.0171 |
| Range | 3.7571429 |
| Interquartile range (IQR) | 2.0975 |
Descriptive statistics
| Standard deviation | 1.2715476 |
|---|---|
| Coefficient of variation (CV) | 0.00050849528 |
| Kurtosis | -1.22617 |
| Mean | 2500.6084 |
| Median Absolute Deviation (MAD) | 0.75357143 |
| Skewness | -0.51485292 |
| Sum | 75018.251 |
| Variance | 1.6168332 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.02231666036 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2499.834286 | 1 | 3.3% |
| 2500.17 | 1 | 3.3% |
| 2499.898571 | 1 | 3.3% |
| 2499.727143 | 1 | 3.3% |
| 2499.59 | 1 | 3.3% |
| 2499.22 | 1 | 3.3% |
| 2498.661429 | 1 | 3.3% |
| 2498.27 | 1 | 3.3% |
| 2498.26 | 1 | 3.3% |
| 2498.627143 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2498.26 | 1 | |
| 2498.27 | 1 | |
| 2498.627143 | 1 | |
| 2498.661429 | 1 | |
| 2499.14 | 1 | |
| 2499.22 | 1 | |
| 2499.437143 | 1 | |
| 2499.59 | 1 | |
| 2499.727143 | 1 | |
| 2499.834286 | 1 |
| Value | Count | Frequency (%) |
| 2502.017143 | 1 | |
| 2501.997143 | 1 | |
| 2501.985714 | 1 | |
| 2501.948571 | 1 | |
| 2501.842857 | 1 | |
| 2501.79 | 1 | |
| 2501.754286 | 1 | |
| 2501.75 | 1 | |
| 2501.637143 | 1 | |
| 2501.59 | 1 |
ACF and PACF
sma_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2500.2456 |
|---|---|
| Minimum | 2498.9707 |
| Maximum | 2501.87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2498.9707 |
|---|---|
| 5-th percentile | 2498.9867 |
| Q1 | 2499.2893 |
| median | 2499.7514 |
| Q3 | 2501.4141 |
| 95-th percentile | 2501.78 |
| Maximum | 2501.87 |
| Range | 2.8992857 |
| Interquartile range (IQR) | 2.1248214 |
Descriptive statistics
| Standard deviation | 1.0875863 |
|---|---|
| Coefficient of variation (CV) | 0.00043499177 |
| Kurtosis | -1.6189059 |
| Mean | 2500.2456 |
| Median Absolute Deviation (MAD) | 0.73678571 |
| Skewness | 0.33740349 |
| Sum | 75007.369 |
| Variance | 1.1828439 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8542573653 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2499.412857 | 1 | 3.3% |
| 2499.368571 | 1 | 3.3% |
| 2499.179286 | 1 | 3.3% |
| 2499.062143 | 1 | 3.3% |
| 2498.991429 | 1 | 3.3% |
| 2498.970714 | 1 | 3.3% |
| 2498.982857 | 1 | 3.3% |
| 2499.052143 | 1 | 3.3% |
| 2499.215 | 1 | 3.3% |
| 2499.262857 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2498.970714 | 1 | |
| 2498.982857 | 1 | |
| 2498.991429 | 1 | |
| 2499.052143 | 1 | |
| 2499.062143 | 1 | |
| 2499.179286 | 1 | |
| 2499.215 | 1 | |
| 2499.262857 | 1 | |
| 2499.368571 | 1 | |
| 2499.412857 | 1 |
| Value | Count | Frequency (%) |
| 2501.87 | 1 | |
| 2501.796429 | 1 | |
| 2501.76 | 1 | |
| 2501.757143 | 1 | |
| 2501.710714 | 1 | |
| 2501.69 | 1 | |
| 2501.59 | 1 | |
| 2501.454286 | 1 | |
| 2501.293571 | 1 | |
| 2501.033571 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2499.9536 |
|---|---|
| Minimum | 2498.9952 |
| Maximum | 2501.6352 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2498.9952 |
|---|---|
| 5-th percentile | 2499.0138 |
| Q1 | 2499.2556 |
| median | 2499.835 |
| Q3 | 2500.3805 |
| 95-th percentile | 2501.4465 |
| Maximum | 2501.6352 |
| Range | 2.64 |
| Interquartile range (IQR) | 1.124881 |
Descriptive statistics
| Standard deviation | 0.83514666 |
|---|---|
| Coefficient of variation (CV) | 0.00033406486 |
| Kurtosis | -0.8821557 |
| Mean | 2499.9536 |
| Median Absolute Deviation (MAD) | 0.57333333 |
| Skewness | 0.58931369 |
| Sum | 74998.609 |
| Variance | 0.69746994 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9638126182 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2499.27381 | 1 | 3.3% |
| 2499.356667 | 1 | 3.3% |
| 2499.332857 | 1 | 3.3% |
| 2499.281429 | 1 | 3.3% |
| 2499.249524 | 1 | 3.3% |
| 2499.156667 | 1 | 3.3% |
| 2499.111429 | 1 | 3.3% |
| 2499.031905 | 1 | 3.3% |
| 2498.999048 | 1 | 3.3% |
| 2498.995238 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2498.995238 | 1 | |
| 2498.999048 | 1 | |
| 2499.031905 | 1 | |
| 2499.088095 | 1 | |
| 2499.111429 | 1 | |
| 2499.14 | 1 | |
| 2499.156667 | 1 | |
| 2499.249524 | 1 | |
| 2499.27381 | 1 | |
| 2499.281429 | 1 |
| Value | Count | Frequency (%) |
| 2501.635238 | 1 | |
| 2501.534762 | 1 | |
| 2501.338571 | 1 | |
| 2501.196667 | 1 | |
| 2501.059048 | 1 | |
| 2500.84 | 1 | |
| 2500.602381 | 1 | |
| 2500.389524 | 1 | |
| 2500.353333 | 1 | |
| 2500.337619 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2498.6624 |
|---|---|
| Minimum | 2498.0677 |
| Maximum | 2499.4743 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2498.0677 |
|---|---|
| 5-th percentile | 2498.1277 |
| Q1 | 2498.226 |
| median | 2498.6011 |
| Q3 | 2499.0482 |
| 95-th percentile | 2499.3849 |
| Maximum | 2499.4743 |
| Range | 1.4066667 |
| Interquartile range (IQR) | 0.822125 |
Descriptive statistics
| Standard deviation | 0.46112645 |
|---|---|
| Coefficient of variation (CV) | 0.00018454932 |
| Kurtosis | -1.3955982 |
| Mean | 2498.6624 |
| Median Absolute Deviation (MAD) | 0.39816667 |
| Skewness | 0.31853323 |
| Sum | 74959.872 |
| Variance | 0.2126376 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 1 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2498.067667 | 1 | 3.3% |
| 2498.117167 | 1 | 3.3% |
| 2498.140667 | 1 | 3.3% |
| 2498.155167 | 1 | 3.3% |
| 2498.176667 | 1 | 3.3% |
| 2498.193167 | 1 | 3.3% |
| 2498.209333 | 1 | 3.3% |
| 2498.2245 | 1 | 3.3% |
| 2498.230667 | 1 | 3.3% |
| 2498.254333 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2498.067667 | 1 | |
| 2498.117167 | 1 | |
| 2498.140667 | 1 | |
| 2498.155167 | 1 | |
| 2498.176667 | 1 | |
| 2498.193167 | 1 | |
| 2498.209333 | 1 | |
| 2498.2245 | 1 | |
| 2498.230667 | 1 | |
| 2498.254333 | 1 |
| Value | Count | Frequency (%) |
| 2499.474333 | 1 | |
| 2499.4115 | 1 | |
| 2499.3525 | 1 | |
| 2499.292333 | 1 | |
| 2499.261 | 1 | |
| 2499.187 | 1 | |
| 2499.123 | 1 | |
| 2499.062333 | 1 | |
| 2499.005667 | 1 | |
| 2498.949 | 1 |
ACF and PACF
ema_7
Numeric time series
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2500.6084 |
|---|---|
| Minimum | 2498.26 |
| Maximum | 2502.0171 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2498.26 |
|---|---|
| 5-th percentile | 2498.4307 |
| Q1 | 2499.6243 |
| median | 2501.2379 |
| Q3 | 2501.7218 |
| 95-th percentile | 2501.992 |
| Maximum | 2502.0171 |
| Range | 3.7571429 |
| Interquartile range (IQR) | 2.0975 |
Descriptive statistics
| Standard deviation | 1.2715476 |
|---|---|
| Coefficient of variation (CV) | 0.00050849528 |
| Kurtosis | -1.22617 |
| Mean | 2500.6084 |
| Median Absolute Deviation (MAD) | 0.75357143 |
| Skewness | -0.51485292 |
| Sum | 75018.251 |
| Variance | 1.6168332 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.02231666036 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2499.834286 | 1 | 3.3% |
| 2500.17 | 1 | 3.3% |
| 2499.898571 | 1 | 3.3% |
| 2499.727143 | 1 | 3.3% |
| 2499.59 | 1 | 3.3% |
| 2499.22 | 1 | 3.3% |
| 2498.661429 | 1 | 3.3% |
| 2498.27 | 1 | 3.3% |
| 2498.26 | 1 | 3.3% |
| 2498.627143 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2498.26 | 1 | |
| 2498.27 | 1 | |
| 2498.627143 | 1 | |
| 2498.661429 | 1 | |
| 2499.14 | 1 | |
| 2499.22 | 1 | |
| 2499.437143 | 1 | |
| 2499.59 | 1 | |
| 2499.727143 | 1 | |
| 2499.834286 | 1 |
| Value | Count | Frequency (%) |
| 2502.017143 | 1 | |
| 2501.997143 | 1 | |
| 2501.985714 | 1 | |
| 2501.948571 | 1 | |
| 2501.842857 | 1 | |
| 2501.79 | 1 | |
| 2501.754286 | 1 | |
| 2501.75 | 1 | |
| 2501.637143 | 1 | |
| 2501.59 | 1 |
ACF and PACF
ema_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2500.2456 |
|---|---|
| Minimum | 2498.9707 |
| Maximum | 2501.87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2498.9707 |
|---|---|
| 5-th percentile | 2498.9867 |
| Q1 | 2499.2893 |
| median | 2499.7514 |
| Q3 | 2501.4141 |
| 95-th percentile | 2501.78 |
| Maximum | 2501.87 |
| Range | 2.8992857 |
| Interquartile range (IQR) | 2.1248214 |
Descriptive statistics
| Standard deviation | 1.0875863 |
|---|---|
| Coefficient of variation (CV) | 0.00043499177 |
| Kurtosis | -1.6189059 |
| Mean | 2500.2456 |
| Median Absolute Deviation (MAD) | 0.73678571 |
| Skewness | 0.33740349 |
| Sum | 75007.369 |
| Variance | 1.1828439 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8542573653 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2499.412857 | 1 | 3.3% |
| 2499.368571 | 1 | 3.3% |
| 2499.179286 | 1 | 3.3% |
| 2499.062143 | 1 | 3.3% |
| 2498.991429 | 1 | 3.3% |
| 2498.970714 | 1 | 3.3% |
| 2498.982857 | 1 | 3.3% |
| 2499.052143 | 1 | 3.3% |
| 2499.215 | 1 | 3.3% |
| 2499.262857 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2498.970714 | 1 | |
| 2498.982857 | 1 | |
| 2498.991429 | 1 | |
| 2499.052143 | 1 | |
| 2499.062143 | 1 | |
| 2499.179286 | 1 | |
| 2499.215 | 1 | |
| 2499.262857 | 1 | |
| 2499.368571 | 1 | |
| 2499.412857 | 1 |
| Value | Count | Frequency (%) |
| 2501.87 | 1 | |
| 2501.796429 | 1 | |
| 2501.76 | 1 | |
| 2501.757143 | 1 | |
| 2501.710714 | 1 | |
| 2501.69 | 1 | |
| 2501.59 | 1 | |
| 2501.454286 | 1 | |
| 2501.293571 | 1 | |
| 2501.033571 | 1 |
ACF and PACF
ema_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2499.9536 |
|---|---|
| Minimum | 2498.9952 |
| Maximum | 2501.6352 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2498.9952 |
|---|---|
| 5-th percentile | 2499.0138 |
| Q1 | 2499.2556 |
| median | 2499.835 |
| Q3 | 2500.3805 |
| 95-th percentile | 2501.4465 |
| Maximum | 2501.6352 |
| Range | 2.64 |
| Interquartile range (IQR) | 1.124881 |
Descriptive statistics
| Standard deviation | 0.83514666 |
|---|---|
| Coefficient of variation (CV) | 0.00033406486 |
| Kurtosis | -0.8821557 |
| Mean | 2499.9536 |
| Median Absolute Deviation (MAD) | 0.57333333 |
| Skewness | 0.58931369 |
| Sum | 74998.609 |
| Variance | 0.69746994 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9638126182 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2499.27381 | 1 | 3.3% |
| 2499.356667 | 1 | 3.3% |
| 2499.332857 | 1 | 3.3% |
| 2499.281429 | 1 | 3.3% |
| 2499.249524 | 1 | 3.3% |
| 2499.156667 | 1 | 3.3% |
| 2499.111429 | 1 | 3.3% |
| 2499.031905 | 1 | 3.3% |
| 2498.999048 | 1 | 3.3% |
| 2498.995238 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2498.995238 | 1 | |
| 2498.999048 | 1 | |
| 2499.031905 | 1 | |
| 2499.088095 | 1 | |
| 2499.111429 | 1 | |
| 2499.14 | 1 | |
| 2499.156667 | 1 | |
| 2499.249524 | 1 | |
| 2499.27381 | 1 | |
| 2499.281429 | 1 |
| Value | Count | Frequency (%) |
| 2501.635238 | 1 | |
| 2501.534762 | 1 | |
| 2501.338571 | 1 | |
| 2501.196667 | 1 | |
| 2501.059048 | 1 | |
| 2500.84 | 1 | |
| 2500.602381 | 1 | |
| 2500.389524 | 1 | |
| 2500.353333 | 1 | |
| 2500.337619 | 1 |
ACF and PACF
ema_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2498.6624 |
|---|---|
| Minimum | 2498.0677 |
| Maximum | 2499.4743 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2498.0677 |
|---|---|
| 5-th percentile | 2498.1277 |
| Q1 | 2498.226 |
| median | 2498.6011 |
| Q3 | 2499.0482 |
| 95-th percentile | 2499.3849 |
| Maximum | 2499.4743 |
| Range | 1.4066667 |
| Interquartile range (IQR) | 0.822125 |
Descriptive statistics
| Standard deviation | 0.46112645 |
|---|---|
| Coefficient of variation (CV) | 0.00018454932 |
| Kurtosis | -1.3955982 |
| Mean | 2498.6624 |
| Median Absolute Deviation (MAD) | 0.39816667 |
| Skewness | 0.31853323 |
| Sum | 74959.872 |
| Variance | 0.2126376 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 1 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2498.067667 | 1 | 3.3% |
| 2498.117167 | 1 | 3.3% |
| 2498.140667 | 1 | 3.3% |
| 2498.155167 | 1 | 3.3% |
| 2498.176667 | 1 | 3.3% |
| 2498.193167 | 1 | 3.3% |
| 2498.209333 | 1 | 3.3% |
| 2498.2245 | 1 | 3.3% |
| 2498.230667 | 1 | 3.3% |
| 2498.254333 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2498.067667 | 1 | |
| 2498.117167 | 1 | |
| 2498.140667 | 1 | |
| 2498.155167 | 1 | |
| 2498.176667 | 1 | |
| 2498.193167 | 1 | |
| 2498.209333 | 1 | |
| 2498.2245 | 1 | |
| 2498.230667 | 1 | |
| 2498.254333 | 1 |
| Value | Count | Frequency (%) |
| 2499.474333 | 1 | |
| 2499.4115 | 1 | |
| 2499.3525 | 1 | |
| 2499.292333 | 1 | |
| 2499.261 | 1 | |
| 2499.187 | 1 | |
| 2499.123 | 1 | |
| 2499.062333 | 1 | |
| 2499.005667 | 1 | |
| 2498.949 | 1 |
ACF and PACF
rsi_7
Real number (ℝ)
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.509346 |
| Minimum | 16.010499 |
|---|---|
| Maximum | 97.866667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 16.010499 |
|---|---|
| 5-th percentile | 23.279868 |
| Q1 | 45.612703 |
| median | 56.71822 |
| Q3 | 70.474695 |
| 95-th percentile | 82.731505 |
| Maximum | 97.866667 |
| Range | 81.856168 |
| Interquartile range (IQR) | 24.861992 |
Descriptive statistics
| Standard deviation | 19.45739 |
|---|---|
| Coefficient of variation (CV) | 0.34432162 |
| Kurtosis | -0.23353266 |
| Mean | 56.509346 |
| Median Absolute Deviation (MAD) | 12.351913 |
| Skewness | -0.159969 |
| Sum | 1695.2804 |
| Variance | 378.59001 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 71.29735936 | 1 | 3.3% |
| 61.83282981 | 1 | 3.3% |
| 40.66797642 | 1 | 3.3% |
| 43.67088608 | 1 | 3.3% |
| 45.0617284 | 1 | 3.3% |
| 33.99258344 | 1 | 3.3% |
| 21.29221733 | 1 | 3.3% |
| 25.70921986 | 1 | 3.3% |
| 49.38917976 | 1 | 3.3% |
| 83.20413437 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 16.01049869 | 1 | |
| 21.29221733 | 1 | |
| 25.70921986 | 1 | |
| 31.48148148 | 1 | |
| 33.99258344 | 1 | |
| 40.66797642 | 1 | |
| 43.67088608 | 1 | |
| 45.0617284 | 1 | |
| 47.265625 | 1 | |
| 49.38917976 | 1 |
| Value | Count | Frequency (%) |
| 97.86666667 | 1 | |
| 83.20413437 | 1 | |
| 82.15384615 | 1 | |
| 81.21019108 | 1 | |
| 74.38596491 | 1 | |
| 73.65517241 | 1 | |
| 73.42342342 | 1 | |
| 71.29735936 | 1 | |
| 68.00670017 | 1 | |
| 65.3024911 | 1 |
rsi_14
Real number (ℝ)
Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.366993 |
| Minimum | 40.990991 |
|---|---|
| Maximum | 75.548246 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 40.990991 |
|---|---|
| 5-th percentile | 41.979897 |
| Q1 | 49.939192 |
| median | 54.398805 |
| Q3 | 59.031981 |
| 95-th percentile | 70.593967 |
| Maximum | 75.548246 |
| Range | 34.557255 |
| Interquartile range (IQR) | 9.0927893 |
Descriptive statistics
| Standard deviation | 8.6689622 |
|---|---|
| Coefficient of variation (CV) | 0.15657275 |
| Kurtosis | -0.0096818633 |
| Mean | 55.366993 |
| Median Absolute Deviation (MAD) | 4.6502992 |
| Skewness | 0.43488214 |
| Sum | 1661.0098 |
| Variance | 75.150906 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 54.16991426 | 1 | 3.3% |
| 47.74052478 | 1 | 3.3% |
| 41.58730159 | 1 | 3.3% |
| 44.43690638 | 1 | 3.3% |
| 46.68008048 | 1 | 3.3% |
| 49.07110826 | 1 | 3.3% |
| 50.56105611 | 1 | 3.3% |
| 53.37979094 | 1 | 3.3% |
| 57.27969349 | 1 | 3.3% |
| 52.38434164 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 40.99099099 | 1 | |
| 41.58730159 | 1 | |
| 42.45973646 | 1 | |
| 44.43690638 | 1 | |
| 46.68008048 | 1 | |
| 47.74052478 | 1 | |
| 49.07110826 | 1 | |
| 49.73190349 | 1 | |
| 50.56105611 | 1 | |
| 51.01427498 | 1 |
| Value | Count | Frequency (%) |
| 75.54824561 | 1 | |
| 72.60273973 | 1 | |
| 68.13880126 | 1 | |
| 66.25835189 | 1 | |
| 64.86928105 | 1 | |
| 63.9380531 | 1 | |
| 60.34958602 | 1 | |
| 59.03250189 | 1 | |
| 59.03041825 | 1 | |
| 58.88888889 | 1 |
rsi_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.490187 |
|---|---|
| Minimum | 43.224299 |
| Maximum | 67.988464 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 43.224299 |
|---|---|
| 5-th percentile | 45.293722 |
| Q1 | 49.029012 |
| median | 56.27475 |
| Q3 | 60.226601 |
| 95-th percentile | 66.373502 |
| Maximum | 67.988464 |
| Range | 24.764165 |
| Interquartile range (IQR) | 11.197589 |
Descriptive statistics
| Standard deviation | 6.8910067 |
|---|---|
| Coefficient of variation (CV) | 0.12418424 |
| Kurtosis | -0.96752244 |
| Mean | 55.490187 |
| Median Absolute Deviation (MAD) | 5.1777902 |
| Skewness | -0.0086550757 |
| Sum | 1664.7056 |
| Variance | 47.485974 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3147001663 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 61.84428493 | 1 | 3.3% |
| 54.79603087 | 1 | 3.3% |
| 48.77330716 | 1 | 3.3% |
| 47.42120344 | 1 | 3.3% |
| 48.43091335 | 1 | 3.3% |
| 45.14200299 | 1 | 3.3% |
| 47.50917672 | 1 | 3.3% |
| 45.47915539 | 1 | 3.3% |
| 48.22622108 | 1 | 3.3% |
| 49.7961264 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 43.22429907 | 1 | |
| 45.14200299 | 1 | |
| 45.47915539 | 1 | |
| 47.42120344 | 1 | |
| 47.50917672 | 1 | |
| 48.22622108 | 1 | |
| 48.43091335 | 1 | |
| 48.77330716 | 1 | |
| 49.7961264 | 1 | |
| 50.96660808 | 1 |
| Value | Count | Frequency (%) |
| 67.98846431 | 1 | |
| 67.06231454 | 1 | |
| 65.53161918 | 1 | |
| 64.52750353 | 1 | |
| 61.84428493 | 1 | |
| 61.32218845 | 1 | |
| 61.02212052 | 1 | |
| 60.24040684 | 1 | |
| 60.18518519 | 1 | |
| 60.04618938 | 1 |
ACF and PACF
rsi_60
Real number (ℝ)
High correlation
| Distinct | 29 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.998073 |
| Minimum | 50.37037 |
|---|---|
| Maximum | 56.214187 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 50.37037 |
|---|---|
| 5-th percentile | 50.881077 |
| Q1 | 51.509932 |
| median | 53.451076 |
| Q3 | 53.954909 |
| 95-th percentile | 54.895737 |
| Maximum | 56.214187 |
| Range | 5.8438165 |
| Interquartile range (IQR) | 2.444977 |
Descriptive statistics
| Standard deviation | 1.5155756 |
|---|---|
| Coefficient of variation (CV) | 0.028596805 |
| Kurtosis | -0.90702291 |
| Mean | 52.998073 |
| Median Absolute Deviation (MAD) | 1.1783639 |
| Skewness | -0.094926621 |
| Sum | 1589.9422 |
| Variance | 2.2969693 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 53.45107592 | 2 | 6.7% |
| 53.0802738 | 1 | 3.3% |
| 51.41651597 | 1 | 3.3% |
| 50.86463924 | 1 | 3.3% |
| 53.8170347 | 1 | 3.3% |
| 50.98194803 | 1 | 3.3% |
| 50.96172913 | 1 | 3.3% |
| 50.90116855 | 1 | 3.3% |
| 50.37037037 | 1 | 3.3% |
| 51.42914654 | 1 | 3.3% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 50.37037037 | 1 | |
| 50.86463924 | 1 | |
| 50.90116855 | 1 | |
| 50.96172913 | 1 | |
| 50.98194803 | 1 | |
| 51.27193847 | 1 | |
| 51.41651597 | 1 | |
| 51.42914654 | 1 | |
| 51.75228992 | 1 | |
| 51.75678519 | 1 |
| Value | Count | Frequency (%) |
| 56.21418692 | 1 | |
| 54.98539841 | 1 | |
| 54.78615071 | 1 | |
| 54.66640956 | 1 | |
| 54.59247 | 1 | |
| 54.16758788 | 1 | |
| 54.11338042 | 1 | |
| 53.96441906 | 1 | |
| 53.92638037 | 1 | |
| 53.89353278 | 1 |
macd_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.31008036 |
|---|---|
| Minimum | -0.45084936 |
| Maximum | 0.78714671 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -0.45084936 |
|---|---|
| 5-th percentile | -0.38661323 |
| Q1 | 0.19527114 |
| median | 0.39448282 |
| Q3 | 0.58260784 |
| 95-th percentile | 0.70436165 |
| Maximum | 0.78714671 |
| Range | 1.2379961 |
| Interquartile range (IQR) | 0.3873367 |
Descriptive statistics
| Standard deviation | 0.35684214 |
|---|---|
| Coefficient of variation (CV) | 1.1508054 |
| Kurtosis | -0.16575889 |
| Mean | 0.31008036 |
| Median Absolute Deviation (MAD) | 0.19788168 |
| Skewness | -0.91295261 |
| Sum | 9.3024107 |
| Variance | 0.12733631 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.08654932954 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.6730429421 | 1 | 3.3% |
| 0.4685937404 | 1 | 3.3% |
| 0.05258168773 | 1 | 3.3% |
| -0.286386845 | 1 | 3.3% |
| -0.4508493635 | 1 | 3.3% |
| -0.4271656135 | 1 | 3.3% |
| -0.337049202 | 1 | 3.3% |
| -0.259019913 | 1 | 3.3% |
| -0.00292555325 | 1 | 3.3% |
| 0.2303238889 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -0.4508493635 | 1 | |
| -0.4271656135 | 1 | |
| -0.337049202 | 1 | |
| -0.286386845 | 1 | |
| -0.259019913 | 1 | |
| -0.00292555325 | 1 | |
| 0.05258168773 | 1 | |
| 0.1835868905 | 1 | |
| 0.2303238889 | 1 | |
| 0.250939168 | 1 |
| Value | Count | Frequency (%) |
| 0.7871467083 | 1 | |
| 0.7299860496 | 1 | |
| 0.6730429421 | 1 | |
| 0.6525209067 | 1 | |
| 0.6359052128 | 1 | |
| 0.6240675231 | 1 | |
| 0.6012679171 | 1 | |
| 0.5834610682 | 1 | |
| 0.5800481518 | 1 | |
| 0.5545059574 | 1 |
ACF and PACF
macdsignal_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.30071339 |
|---|---|
| Minimum | -0.18831139 |
| Maximum | 0.97030867 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -0.18831139 |
|---|---|
| 5-th percentile | -0.15958334 |
| Q1 | 0.056901938 |
| median | 0.23434266 |
| Q3 | 0.51708364 |
| 95-th percentile | 0.91476444 |
| Maximum | 0.97030867 |
| Range | 1.1586201 |
| Interquartile range (IQR) | 0.4601817 |
Descriptive statistics
| Standard deviation | 0.34105498 |
|---|---|
| Coefficient of variation (CV) | 1.134153 |
| Kurtosis | -0.65754263 |
| Mean | 0.30071339 |
| Median Absolute Deviation (MAD) | 0.20391299 |
| Skewness | 0.48060337 |
| Sum | 9.0214016 |
| Variance | 0.1163185 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.07425031051 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.2473470336 | 1 | 3.3% |
| 0.1551243285 | 1 | 3.3% |
| 0.05007483499 | 1 | 3.3% |
| -0.09266295746 | 1 | 3.3% |
| -0.1485072516 | 1 | 3.3% |
| -0.1883113941 | 1 | 3.3% |
| -0.1631231118 | 1 | 3.3% |
| -0.1552569555 | 1 | 3.3% |
| -0.03257259741 | 1 | 3.3% |
| 0.1349798244 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -0.1883113941 | 1 | |
| -0.1631231118 | 1 | |
| -0.1552569555 | 1 | |
| -0.1485072516 | 1 | |
| -0.09266295746 | 1 | |
| -0.03257259741 | 1 | |
| 0.03418943293 | 1 | |
| 0.05007483499 | 1 | |
| 0.07738324815 | 1 | |
| 0.1349798244 | 1 |
| Value | Count | Frequency (%) |
| 0.9703086675 | 1 | |
| 0.9336602486 | 1 | |
| 0.8916695618 | 1 | |
| 0.767169771 | 1 | |
| 0.766221443 | 1 | |
| 0.7208885305 | 1 | |
| 0.5685977733 | 1 | |
| 0.5421063756 | 1 | |
| 0.4420154169 | 1 | |
| 0.3722294427 | 1 |
ACF and PACF
macdhist_7
Numeric time series
High correlation Non stationary Seasonal Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0093669684 |
|---|---|
| Minimum | -0.35019918 |
| Maximum | 0.57513766 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -0.35019918 |
|---|---|
| 5-th percentile | -0.33170401 |
| Q1 | -0.2645332 |
| median | -0.051484499 |
| Q3 | 0.23555301 |
| 95-th percentile | 0.54534424 |
| Maximum | 0.57513766 |
| Range | 0.92533684 |
| Interquartile range (IQR) | 0.50008621 |
Descriptive statistics
| Standard deviation | 0.30258911 |
|---|---|
| Coefficient of variation (CV) | 32.303847 |
| Kurtosis | -0.97972008 |
| Mean | 0.0093669684 |
| Median Absolute Deviation (MAD) | 0.23854972 |
| Skewness | 0.56302007 |
| Sum | 0.28100905 |
| Variance | 0.091560169 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.01028327326 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.4256959085 | 1 | 3.3% |
| 0.3134694119 | 1 | 3.3% |
| 0.002506852742 | 1 | 3.3% |
| -0.1937238875 | 1 | 3.3% |
| -0.3023421119 | 1 | 3.3% |
| -0.2388542193 | 1 | 3.3% |
| -0.1739260902 | 1 | 3.3% |
| -0.1037629574 | 1 | 3.3% |
| 0.02964704416 | 1 | 3.3% |
| 0.09534406455 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -0.3501991803 | 1 | |
| -0.3344034547 | 1 | |
| -0.3284046985 | 1 | |
| -0.3176586054 | 1 | |
| -0.3109503158 | 1 | |
| -0.3023421119 | 1 | |
| -0.2904016446 | 1 | |
| -0.2730928635 | 1 | |
| -0.2388542193 | 1 | |
| -0.2334323744 | 1 |
| Value | Count | Frequency (%) |
| 0.5751376585 | 1 | |
| 0.5458587189 | 1 | |
| 0.5447154414 | 1 | |
| 0.4601125491 | 1 | |
| 0.4256959085 | 1 | |
| 0.3537626195 | 1 | |
| 0.3134694119 | 1 | |
| 0.2518380804 | 1 | |
| 0.1866978029 | 1 | |
| 0.09534406455 | 1 |
ACF and PACF
obv
Real number (ℝ)
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.61556467 |
| Minimum | 0.02674551 |
|---|---|
| Maximum | 7.4149775 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 0.02674551 |
|---|---|
| 5-th percentile | 0.052499363 |
| Q1 | 0.16097047 |
| median | 0.26429199 |
| Q3 | 0.6971696 |
| 95-th percentile | 1.0410948 |
| Maximum | 7.4149775 |
| Range | 7.388232 |
| Interquartile range (IQR) | 0.53619913 |
Descriptive statistics
| Standard deviation | 1.3229332 |
|---|---|
| Coefficient of variation (CV) | 2.1491376 |
| Kurtosis | 26.276795 |
| Mean | 0.61556467 |
| Median Absolute Deviation (MAD) | 0.150816 |
| Skewness | 4.9903737 |
| Sum | 18.46694 |
| Variance | 1.7501522 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 7.41497747 | 1 | 3.3% |
| 0.98534589 | 1 | 3.3% |
| 0.95229495 | 1 | 3.3% |
| 0.91305697 | 1 | 3.3% |
| 0.20624248 | 1 | 3.3% |
| 0.04495964 | 1 | 3.3% |
| 0.16646663 | 1 | 3.3% |
| 0.14580148 | 1 | 3.3% |
| 0.40712784 | 1 | 3.3% |
| 0.35939545 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0.02674551 | 1 | |
| 0.04495964 | 1 | |
| 0.06171458 | 1 | |
| 0.06274133 | 1 | |
| 0.10549585 | 1 | |
| 0.12221671 | 1 | |
| 0.14580148 | 1 | |
| 0.15913841 | 1 | |
| 0.16646663 | 1 | |
| 0.16805417 | 1 |
| Value | Count | Frequency (%) |
| 7.41497747 | 1 | |
| 1.08670747 | 1 | |
| 0.98534589 | 1 | |
| 0.95229495 | 1 | |
| 0.91305697 | 1 | |
| 0.7754895 | 1 | |
| 0.77408227 | 1 | |
| 0.72980225 | 1 | |
| 0.59927165 | 1 | |
| 0.46296986 | 1 |
target
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2501.169 |
| Minimum | 2497.62 |
|---|---|
| Maximum | 2502.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2497.62 |
|---|---|
| 5-th percentile | 2498.517 |
| Q1 | 2500.3725 |
| median | 2501.85 |
| Q3 | 2502.1275 |
| 95-th percentile | 2502.556 |
| Maximum | 2502.73 |
| Range | 5.11 |
| Interquartile range (IQR) | 1.755 |
Descriptive statistics
| Standard deviation | 1.3988551 |
|---|---|
| Coefficient of variation (CV) | 0.00055928051 |
| Kurtosis | 0.38441711 |
| Mean | 2501.169 |
| Median Absolute Deviation (MAD) | 0.41 |
| Skewness | -1.1932963 |
| Sum | 75035.07 |
| Variance | 1.9567955 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 2501.98 | 2 | 6.7% |
| 2502.13 | 2 | 6.7% |
| 2498.49 | 1 | 3.3% |
| 2498.57 | 1 | 3.3% |
| 2499.87 | 1 | 3.3% |
| 2500.26 | 1 | 3.3% |
| 2499.61 | 1 | 3.3% |
| 2500.71 | 1 | 3.3% |
| 2502.49 | 1 | 3.3% |
| 2502.73 | 1 | 3.3% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 2497.62 | 1 | |
| 2498.49 | 1 | |
| 2498.55 | 1 | |
| 2498.57 | 1 | |
| 2499.61 | 1 | |
| 2499.87 | 1 | |
| 2500.14 | 1 | |
| 2500.26 | 1 | |
| 2500.71 | 1 | |
| 2500.98 | 1 |
| Value | Count | Frequency (%) |
| 2502.73 | 1 | |
| 2502.61 | 1 | |
| 2502.49 | 1 | |
| 2502.28 | 1 | |
| 2502.2 | 1 | |
| 2502.16 | 1 | |
| 2502.13 | 2 | |
| 2502.12 | 1 | |
| 2502.11 | 1 | |
| 2502.02 | 1 |
Interactions
Correlations
| close | ema_14 | ema_21 | ema_60 | ema_7 | high | low | macd_7 | macdhist_7 | macdsignal_7 | obv | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | target | volume | window_end_ms | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.734 | 0.637 | 0.692 | 0.616 | 0.919 | 0.869 | 0.741 | 0.067 | 0.690 | -0.043 | 0.792 | 0.460 | 0.759 | 0.774 | 0.466 | 0.734 | 0.637 | 0.692 | 0.616 | 0.109 | -0.043 | 0.692 | 0.692 |
| ema_14 | 0.734 | 1.000 | 0.919 | 0.944 | 0.869 | 0.709 | 0.808 | 0.436 | -0.289 | 0.841 | -0.131 | 0.822 | 0.360 | 0.706 | 0.655 | 0.179 | 1.000 | 0.919 | 0.944 | 0.869 | 0.316 | -0.131 | 0.944 | 0.944 |
| ema_21 | 0.637 | 0.919 | 1.000 | 0.872 | 0.948 | 0.664 | 0.746 | 0.326 | -0.348 | 0.718 | -0.124 | 0.756 | 0.194 | 0.638 | 0.641 | -0.026 | 0.919 | 1.000 | 0.872 | 0.948 | 0.117 | -0.124 | 0.872 | 0.872 |
| ema_60 | 0.692 | 0.944 | 0.872 | 1.000 | 0.819 | 0.662 | 0.775 | 0.265 | -0.371 | 0.740 | -0.300 | 0.728 | 0.338 | 0.575 | 0.570 | 0.083 | 0.944 | 0.872 | 1.000 | 0.819 | 0.390 | -0.300 | 1.000 | 1.000 |
| ema_7 | 0.616 | 0.869 | 0.948 | 0.819 | 1.000 | 0.664 | 0.719 | 0.347 | -0.138 | 0.625 | -0.154 | 0.699 | 0.325 | 0.608 | 0.697 | 0.064 | 0.869 | 0.948 | 0.819 | 1.000 | 0.146 | -0.154 | 0.819 | 0.819 |
| high | 0.919 | 0.709 | 0.664 | 0.662 | 0.664 | 1.000 | 0.839 | 0.710 | 0.179 | 0.586 | 0.114 | 0.804 | 0.383 | 0.683 | 0.826 | 0.371 | 0.709 | 0.664 | 0.662 | 0.664 | 0.027 | 0.114 | 0.662 | 0.662 |
| low | 0.869 | 0.808 | 0.746 | 0.775 | 0.719 | 0.839 | 1.000 | 0.638 | -0.016 | 0.662 | -0.116 | 0.900 | 0.456 | 0.720 | 0.752 | 0.305 | 0.808 | 0.746 | 0.775 | 0.719 | 0.085 | -0.116 | 0.775 | 0.775 |
| macd_7 | 0.741 | 0.436 | 0.326 | 0.265 | 0.347 | 0.710 | 0.638 | 1.000 | 0.390 | 0.531 | 0.135 | 0.634 | 0.445 | 0.726 | 0.719 | 0.612 | 0.436 | 0.326 | 0.265 | 0.347 | 0.072 | 0.135 | 0.265 | 0.265 |
| macdhist_7 | 0.067 | -0.289 | -0.348 | -0.371 | -0.138 | 0.179 | -0.016 | 0.390 | 1.000 | -0.411 | 0.160 | -0.088 | 0.141 | 0.106 | 0.321 | 0.569 | -0.289 | -0.348 | -0.371 | -0.138 | -0.219 | 0.160 | -0.371 | -0.371 |
| macdsignal_7 | 0.690 | 0.841 | 0.718 | 0.740 | 0.625 | 0.586 | 0.662 | 0.531 | -0.411 | 1.000 | -0.009 | 0.719 | 0.365 | 0.614 | 0.475 | 0.213 | 0.841 | 0.718 | 0.740 | 0.625 | 0.329 | -0.009 | 0.740 | 0.740 |
| obv | -0.043 | -0.131 | -0.124 | -0.300 | -0.154 | 0.114 | -0.116 | 0.135 | 0.160 | -0.009 | 1.000 | 0.032 | -0.172 | -0.145 | -0.074 | -0.004 | -0.131 | -0.124 | -0.300 | -0.154 | -0.349 | 1.000 | -0.300 | -0.300 |
| open | 0.792 | 0.822 | 0.756 | 0.728 | 0.699 | 0.804 | 0.900 | 0.634 | -0.088 | 0.719 | 0.032 | 1.000 | 0.357 | 0.712 | 0.709 | 0.258 | 0.822 | 0.756 | 0.728 | 0.699 | 0.050 | 0.032 | 0.728 | 0.728 |
| rsi_14 | 0.460 | 0.360 | 0.194 | 0.338 | 0.325 | 0.383 | 0.456 | 0.445 | 0.141 | 0.365 | -0.172 | 0.357 | 1.000 | 0.195 | 0.388 | 0.140 | 0.360 | 0.194 | 0.338 | 0.325 | 0.420 | -0.172 | 0.338 | 0.338 |
| rsi_21 | 0.759 | 0.706 | 0.638 | 0.575 | 0.608 | 0.683 | 0.720 | 0.726 | 0.106 | 0.614 | -0.145 | 0.712 | 0.195 | 1.000 | 0.726 | 0.557 | 0.706 | 0.638 | 0.575 | 0.608 | 0.087 | -0.145 | 0.575 | 0.575 |
| rsi_60 | 0.774 | 0.655 | 0.641 | 0.570 | 0.697 | 0.826 | 0.752 | 0.719 | 0.321 | 0.475 | -0.074 | 0.709 | 0.388 | 0.726 | 1.000 | 0.447 | 0.655 | 0.641 | 0.570 | 0.697 | -0.022 | -0.074 | 0.570 | 0.570 |
| rsi_7 | 0.466 | 0.179 | -0.026 | 0.083 | 0.064 | 0.371 | 0.305 | 0.612 | 0.569 | 0.213 | -0.004 | 0.258 | 0.140 | 0.557 | 0.447 | 1.000 | 0.179 | -0.026 | 0.083 | 0.064 | 0.046 | -0.004 | 0.083 | 0.083 |
| sma_14 | 0.734 | 1.000 | 0.919 | 0.944 | 0.869 | 0.709 | 0.808 | 0.436 | -0.289 | 0.841 | -0.131 | 0.822 | 0.360 | 0.706 | 0.655 | 0.179 | 1.000 | 0.919 | 0.944 | 0.869 | 0.316 | -0.131 | 0.944 | 0.944 |
| sma_21 | 0.637 | 0.919 | 1.000 | 0.872 | 0.948 | 0.664 | 0.746 | 0.326 | -0.348 | 0.718 | -0.124 | 0.756 | 0.194 | 0.638 | 0.641 | -0.026 | 0.919 | 1.000 | 0.872 | 0.948 | 0.117 | -0.124 | 0.872 | 0.872 |
| sma_60 | 0.692 | 0.944 | 0.872 | 1.000 | 0.819 | 0.662 | 0.775 | 0.265 | -0.371 | 0.740 | -0.300 | 0.728 | 0.338 | 0.575 | 0.570 | 0.083 | 0.944 | 0.872 | 1.000 | 0.819 | 0.390 | -0.300 | 1.000 | 1.000 |
| sma_7 | 0.616 | 0.869 | 0.948 | 0.819 | 1.000 | 0.664 | 0.719 | 0.347 | -0.138 | 0.625 | -0.154 | 0.699 | 0.325 | 0.608 | 0.697 | 0.064 | 0.869 | 0.948 | 0.819 | 1.000 | 0.146 | -0.154 | 0.819 | 0.819 |
| target | 0.109 | 0.316 | 0.117 | 0.390 | 0.146 | 0.027 | 0.085 | 0.072 | -0.219 | 0.329 | -0.349 | 0.050 | 0.420 | 0.087 | -0.022 | 0.046 | 0.316 | 0.117 | 0.390 | 0.146 | 1.000 | -0.349 | 0.390 | 0.390 |
| volume | -0.043 | -0.131 | -0.124 | -0.300 | -0.154 | 0.114 | -0.116 | 0.135 | 0.160 | -0.009 | 1.000 | 0.032 | -0.172 | -0.145 | -0.074 | -0.004 | -0.131 | -0.124 | -0.300 | -0.154 | -0.349 | 1.000 | -0.300 | -0.300 |
| window_end_ms | 0.692 | 0.944 | 0.872 | 1.000 | 0.819 | 0.662 | 0.775 | 0.265 | -0.371 | 0.740 | -0.300 | 0.728 | 0.338 | 0.575 | 0.570 | 0.083 | 0.944 | 0.872 | 1.000 | 0.819 | 0.390 | -0.300 | 1.000 | 1.000 |
| window_start_ms | 0.692 | 0.944 | 0.872 | 1.000 | 0.819 | 0.662 | 0.775 | 0.265 | -0.371 | 0.740 | -0.300 | 0.728 | 0.338 | 0.575 | 0.570 | 0.083 | 0.944 | 0.872 | 1.000 | 0.819 | 0.390 | -0.300 | 1.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| open | high | low | close | window_start_ms | window_end_ms | volume | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752346200000 | 2501.21 | 2501.23 | 2500.84 | 2501.23 | 1752346200000 | 1752346260000 | 7.41 | 2499.83 | 2499.41 | 2499.27 | 2498.07 | 2499.83 | 2499.41 | 2499.27 | 2498.07 | 71.30 | 54.17 | 61.84 | 53.82 | 0.67 | 0.25 | 0.43 | 7.41 | 2498.57 |
| 1752346260000 | 2500.20 | 2501.11 | 2499.94 | 2499.94 | 1752346260000 | 1752346320000 | 0.99 | 2500.17 | 2499.37 | 2499.36 | 2498.12 | 2500.17 | 2499.37 | 2499.36 | 2498.12 | 61.83 | 47.74 | 54.80 | 53.08 | 0.47 | 0.16 | 0.31 | 0.99 | 2498.55 |
| 1752346320000 | 2499.95 | 2499.95 | 2497.69 | 2497.69 | 1752346320000 | 1752346380000 | 0.95 | 2499.90 | 2499.18 | 2499.33 | 2498.14 | 2499.90 | 2499.18 | 2499.33 | 2498.14 | 40.67 | 41.59 | 48.77 | 51.42 | 0.05 | 0.05 | 0.00 | 0.95 | 2498.49 |
| 1752346380000 | 2497.62 | 2498.08 | 2496.58 | 2497.12 | 1752346380000 | 1752346440000 | 0.91 | 2499.73 | 2499.06 | 2499.28 | 2498.16 | 2499.73 | 2499.06 | 2499.28 | 2498.16 | 43.67 | 44.44 | 47.42 | 50.86 | -0.29 | -0.09 | -0.19 | 0.91 | 2499.87 |
| 1752346440000 | 2498.11 | 2498.22 | 2497.52 | 2497.53 | 1752346440000 | 1752346500000 | 0.21 | 2499.59 | 2498.99 | 2499.25 | 2498.18 | 2499.59 | 2498.99 | 2499.25 | 2498.18 | 45.06 | 46.68 | 48.43 | 51.27 | -0.45 | -0.15 | -0.30 | 0.21 | 2500.26 |
| 1752346500000 | 2498.04 | 2498.57 | 2497.87 | 2498.57 | 1752346500000 | 1752346560000 | 0.04 | 2499.22 | 2498.97 | 2499.16 | 2498.19 | 2499.22 | 2498.97 | 2499.16 | 2498.19 | 33.99 | 49.07 | 45.14 | 50.98 | -0.43 | -0.19 | -0.24 | 0.04 | 2500.71 |
| 1752346560000 | 2498.56 | 2498.56 | 2498.55 | 2498.55 | 1752346560000 | 1752346620000 | 0.17 | 2498.66 | 2498.98 | 2499.11 | 2498.21 | 2498.66 | 2498.98 | 2499.11 | 2498.21 | 21.29 | 50.56 | 47.51 | 50.96 | -0.34 | -0.16 | -0.17 | 0.17 | 2499.61 |
| 1752346620000 | 2498.56 | 2498.56 | 2498.39 | 2498.49 | 1752346620000 | 1752346680000 | 0.15 | 2498.27 | 2499.05 | 2499.03 | 2498.22 | 2498.27 | 2499.05 | 2499.03 | 2498.22 | 25.71 | 53.38 | 45.48 | 50.90 | -0.26 | -0.16 | -0.10 | 0.15 | 2502.49 |
| 1752346680000 | 2498.56 | 2500.87 | 2498.56 | 2499.87 | 1752346680000 | 1752346740000 | 0.41 | 2498.26 | 2499.21 | 2499.00 | 2498.23 | 2498.26 | 2499.21 | 2499.00 | 2498.23 | 49.39 | 57.28 | 48.23 | 50.37 | -0.00 | -0.03 | 0.03 | 0.41 | 2502.73 |
| 1752346740000 | 2499.66 | 2500.27 | 2499.66 | 2500.26 | 1752346740000 | 1752346800000 | 0.36 | 2498.63 | 2499.26 | 2499.00 | 2498.25 | 2498.63 | 2499.26 | 2499.00 | 2498.25 | 83.20 | 52.38 | 49.80 | 51.43 | 0.23 | 0.13 | 0.10 | 0.36 | 2501.92 |
| open | high | low | close | window_start_ms | window_end_ms | volume | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752347400000 | 2499.93 | 2500.98 | 2499.93 | 2500.14 | 1752347400000 | 1752347460000 | 0.46 | 2501.47 | 2501.03 | 2500.24 | 2498.95 | 2501.47 | 2501.03 | 2500.24 | 2498.95 | 16.01 | 57.71 | 43.22 | 51.76 | 0.25 | 0.57 | -0.32 | 0.46 | 2502.13 |
| 1752347460000 | 2502.13 | 2502.13 | 2502.13 | 2502.13 | 1752347460000 | 1752347520000 | 0.27 | 2501.50 | 2501.29 | 2500.29 | 2499.01 | 2501.50 | 2501.29 | 2500.29 | 2499.01 | 52.10 | 64.87 | 52.52 | 53.45 | 0.46 | 0.77 | -0.31 | 0.27 | 2501.46 |
| 1752347520000 | 2502.65 | 2502.66 | 2501.88 | 2502.12 | 1752347520000 | 1752347580000 | 1.09 | 2501.52 | 2501.45 | 2500.39 | 2499.06 | 2501.52 | 2501.45 | 2500.39 | 2499.06 | 51.02 | 60.35 | 56.57 | 53.45 | 0.58 | 0.93 | -0.35 | 1.09 | 2501.53 |
| 1752347580000 | 2501.91 | 2502.17 | 2501.89 | 2502.16 | 1752347580000 | 1752347640000 | 0.20 | 2501.54 | 2501.59 | 2500.60 | 2499.12 | 2501.54 | 2501.59 | 2500.60 | 2499.12 | 51.84 | 59.03 | 65.53 | 53.71 | 0.64 | 0.97 | -0.33 | 0.20 | 2502.61 |
| 1752347640000 | 2501.90 | 2502.13 | 2501.89 | 2502.11 | 1752347640000 | 1752347700000 | 0.03 | 2501.59 | 2501.69 | 2500.84 | 2499.19 | 2501.59 | 2501.69 | 2500.84 | 2499.19 | 53.47 | 56.92 | 67.99 | 53.93 | 0.60 | 0.89 | -0.29 | 0.03 | 2501.98 |
| 1752347700000 | 2502.04 | 2502.13 | 2501.25 | 2502.13 | 1752347700000 | 1752347760000 | 0.17 | 2501.75 | 2501.87 | 2501.06 | 2499.26 | 2501.75 | 2501.87 | 2501.06 | 2499.26 | 64.48 | 63.94 | 67.06 | 54.59 | 0.53 | 0.77 | -0.23 | 0.17 | 2501.97 |
| 1752347760000 | 2502.12 | 2502.13 | 2501.18 | 2501.46 | 1752347760000 | 1752347820000 | 0.28 | 2501.75 | 2501.80 | 2501.20 | 2499.29 | 2501.75 | 2501.80 | 2501.20 | 2499.29 | 49.64 | 42.46 | 61.02 | 51.99 | 0.39 | 0.72 | -0.33 | 0.28 | 2502.28 |
| 1752347820000 | 2501.19 | 2501.53 | 2501.18 | 2501.53 | 1752347820000 | 1752347880000 | 0.06 | 2501.95 | 2501.71 | 2501.34 | 2499.35 | 2501.95 | 2501.71 | 2501.34 | 2499.35 | 74.39 | 40.99 | 61.32 | 53.96 | 0.27 | 0.54 | -0.27 | 0.06 | 2502.20 |
| 1752347880000 | 2501.98 | 2502.69 | 2501.98 | 2502.61 | 1752347880000 | 1752347940000 | 0.16 | 2502.02 | 2501.76 | 2501.53 | 2499.41 | 2502.02 | 2501.76 | 2501.53 | 2499.41 | 62.37 | 54.98 | 64.53 | 53.89 | 0.27 | 0.37 | -0.10 | 0.16 | 2501.18 |
| 1752347940000 | 2501.99 | 2502.54 | 2501.98 | 2501.98 | 1752347940000 | 1752348000000 | 0.73 | 2502.00 | 2501.76 | 2501.64 | 2499.47 | 2502.00 | 2501.76 | 2501.64 | 2499.47 | 47.27 | 49.73 | 57.86 | 54.17 | 0.18 | 0.22 | -0.04 | 0.73 | 2497.62 |